Document Details
Quickstart Python
❌
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Bias Types:
⚠️
powershell_heavy
⚠️
windows_first
⚠️
windows_tools
⚠️
missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. It references PowerShell for resource group creation without providing equivalent Linux (Bash) commands or examples. Windows tools and patterns (such as Visual Studio authentication and PowerShell) are mentioned before or instead of Linux alternatives. While OpenSSL is mentioned for both Windows and Linux, there is a lack of explicit Linux command-line examples, and the setup instructions reference 'command prompt' before 'terminal', which subtly prioritizes Windows terminology.
Recommendations:
- Provide explicit Bash/Linux shell examples alongside or instead of PowerShell for resource group creation and other CLI tasks.
- Include Linux-first terminology (e.g., 'terminal' before 'command prompt') and ensure parity in tool recommendations (e.g., mention VS Code and other cross-platform editors before Visual Studio).
- Ensure all referenced INCLUDES (such as resource group creation) have both PowerShell and Bash/Azure CLI variants, or clarify that the instructions apply to all platforms.
- Add a note or section highlighting any platform-specific differences or requirements, especially for authentication and environment setup.
- Review and update all code snippets and instructions to ensure they are tested and applicable on both Windows and Linux platforms.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-07-13 21:37 | #48 | completed | ✅ Clean |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |